How to introduce AI into replenishment management

Replenishment is still too often treated as a logistical task. Yet, it is one of the most underutilized revenue levers in B2B.

Ils ont déjà transformé leur prise de commande

Ce que vous allez apprendre

A concrete method for turning replenishment into a revenue driver, rather than just a logistical task.

Pour qui ?

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01

The history of replenishment

From pen and paper to automated restocking and AI, via digitalization

02

The limits of replenishment digitalization

Endogenous and exogenous factors

03

Integrating AI at headquarters and in-store

Saving time and gaining insights through AI

04

The future of replenishment

The importance of relationships

Replenishment is still too often treated as a logistical task. Yet, it is one of the most underutilized revenue levers in B2B.

The key takeaway from the webinar

Two expert perspectives

Organisé par
&

Arnaud Rihiant

CEO & Founder
·
DJUST

IT entrepreneur and founding team member at Mirakl. He created DJUST to simplify and automate order management in the age of AI.

Andrea Di Carlo

Partner
·
Retailix Enterprise
2 challenges

Improving data & identifying key parameters

Des résultats concrets

"The accessibility of the teams and the flexibility of the (DJUST) solution gave us confidence in implementing the project. The native Mirakl connector was a competitive advantage."

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Jean Luc Baras

Chief Procurement
Officer at Eiffage

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"An essential tool, requested by our clients, that allows us to respond to public tenders."

Stéphane Decré

Pierre Lacan

CIO at
Socoda

"Choosing DJUST was a decisive move due to its scalable infrastructure, which supports Cadhi's growth and provides industry-specific features like PDF ordering, multi-warehouse management, and multi-language support."

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Stéphane Decré

CTO at Majorian (Cadhi)

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“What we found compelling about the DJUST model is the bundle of a SaaS offering combined with digital consulting.”

Benoit Pichat

CIO at C10

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“In B2B, every customer has their own pricing. DJUST has enabled us to unify access to our product catalog while respecting this complex pricing logic.”

Martin Gauriau

Digital Project Manager
at Sphere

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“DJUST was the obvious choice for us as a modern, agile, and scalable solution.”

Dennys Larrieu

General Manager
at Jeff de Bruges

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“The DJUST platform finally allows us to offer our customers clear access to pricing, inventory, and product stock. A real step forward in our digital transformation.”

Laurent Audoubert

Subsidiary Director
PROLIANS

“The platform has a real wow factor when we present it to our franchisees and new partners.”

Rémi Lowagie

Supply Chain Director
at Franprix

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Case studies
The numbers
+40%

increase in sales team
productivity

Recent events

In-person

November 5, 2026

·

75 rue d'Amsterdam, 75008 Paris

AI Coffee · Move from theory to real-world impact in your B2B processes

Webinar

September 22, 2026

How to introduce AI into replenishment management

Webinar

July 9, 2026

Your sales team is strong. AI makes it unbeatable: live demo

FAQ

Frequently asked questions

How long does ERP integration take?

The timeline depends on the scope. A B2B e-commerce project connected to your ERP is typically deployed in 4 to 6 months, while a turnkey platform for SMBs can go live in just a few weeks, according to DJUST. A full ERP project for an SMB usually takes 3 to 9 months. Mapping workflows upfront can significantly shorten that timeline.

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How are prices and inventory managed on a per-client basis?

Management settings are configured within the solution and synchronized with the ERP. Each account is assigned a specific price list, with volume-based discounts applied automatically. Inventory levels are displayed by warehouse in real time to prevent stockouts. Documenting pricing and availability rules—and then testing them via a pilot program—ensures the accuracy of the displayed information before the system is rolled out to all customers.

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How Long Does an API-First ERP Integration Take?

The timeline depends on the complexity of your IT infrastructure and the number of data flows involved. With an API connector and the right tools in place, connecting to an ERP can happen very quickly, and a full e-commerce project is usually deployed within a few months. To choose between solutions and decide which B2B e-commerce platform is the right fit, focus first on the breadth and stability of their APIs.

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How long does a WMS integration take?

The timeline depends on the complexity of your workflows and the quality of your data. According to Generix, WMS implementation typically ranges from three months to a year. A simple scope, involving one warehouse and standard workflows, can be deployed quickly. A multi-warehouse project with EDI and extensive customization requires more time. Data migration is a major factor in the overall schedule.

Ready to transform
your B2B business?

Discover how DJUST can replace Shopify B2B
and drive your B2B e-commerce growth.

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